Industry leaderboard
outdoor lighting
The 23 brands AI engines recommend most in outdoor lighting, ranked by cross-model visibility — led by Sunforce, Lutron, LIFX. Open, daily-updated data from...
- Brands ranked
- 23
- Category average
- 39.4
- Category leader
- Sunforce
- Updated
- daily
Brands AI recommends here
- Sunforce: rank #1, visibility 100.0, average position 1.0.
- Lutron: rank #2, visibility 100.0, average position 1.0.
- LIFX: rank #3, visibility 91.3, average position 2.0.
- Brightech: rank #4, visibility 91.3, average position 2.0.
- Philips: rank #5, visibility 64.0, average position 3.0.
- Defiant: rank #6, visibility 64.0, average position 3.0.
- Kichler: rank #7, visibility 58.8, average position 3.3.
- Arlo: rank #8, visibility 49.0, average position 4.0.
- Malibu Lighting: rank #9, visibility 36.0, average position 5.0.
- Ring Alarm: rank #10, visibility 32.1, average position 5.3.
- Hinkley: rank #11, visibility 28.4, average position 5.7.
- WAC Lighting: rank #12, visibility 25.0, average position 6.0.
Methodology
Trakkr Data measures how AI engines recommend, cite and describe brands across tracked prompts and public crawl observations. Entity pages update daily and are published as open datasets for crawler-readable citation and comparison.